DeepSeek is a groundbreaking novel approach to constructing knowledge graphs leveraging the power of deep learning. This methodology addresses the inherent challenges of traditional knowledge graph construction by seamlessly extracting and representing information from vast sources. DeepSeek's architecture is based on a combination of transformer m